30. Maria del-Rio Chaona - CSH Vienna: Harvesting social networks for agent based modelling using NLP

30. Maria del-Rio Chaona - CSH Vienna: Harvesting social networks for agent based modelling using NLP

Author: Manuel Pasieka November 2, 2022 Duration: 50:14

# Summary

Today on the show we will be talking about agent based modelling that is used to simulate macro economical systems, like the British labour market. For this I am talking to Maria del Rio Chanona currently doing her PhD at the Complexity Science Hub Vienna.

Maria will not only tell us about ways to use agent based modelling to simulate the effect of policy changes or external events like the pandamic on complex systems like the labour market, but during our deep dive, she will talk about her most recent work that focuses on using NLP to tab new sources of fine grain data on an individual level, like social media that can be used feed the next generation of agent based models.


# References

[https://www.csh.ac.at/researcher/maria-del_rio-chanona/](https://www.csh.ac.at/researcher/maria-del_rio-chanona/)

[https://mariadelriochanona.info/](https://mariadelriochanona.info/)

Forecasting the propagation of pandemic shocks with a dynamic input-output model [https://www.sciencedirect.com/science/article/pii/S0165188922002317](https://www.sciencedirect.com/science/article/pii/S0165188922002317)

Occupational mobility and automation: a data-driven network model [https://royalsocietypublishing.org/doi/full/10.1098/rsif.2020.0898](https://royalsocietypublishing.org/doi/full/10.1098/rsif.2020.0898)

Mental health concerns prelude the Great Resignation: Evidence from Social Media [https://arxiv.org/abs/2208.07926](https://arxiv.org/abs/2208.07926)


Hosted by Manuel Pasieka, the Austrian Artificial Intelligence Podcast offers a grounded, local perspective on a global phenomenon. Instead of abstract theorizing, each conversation focuses on the tangible impact and practical applications of AI within Austria's unique ecosystem. You'll hear from a diverse range of guests-researchers, entrepreneurs, policymakers, and creatives-who are actively shaping this landscape, discussing both the remarkable opportunities and the nuanced challenges specific to the region. The discussions delve into how these technologies are being integrated into Austrian industry, academia, and society, moving beyond hype to examine real-world implementation and ethical considerations. This podcast serves as an essential audio forum for anyone in Austria, or with an interest in the European tech scene, looking to understand how artificial intelligence is evolving right here. It’s about the people behind the algorithms and the local stories within a global revolution. For those engaged with the content, questions and suggestions are always welcome at the provided email address.
Author: Language: English Episodes: 73

Austrian Artificial Intelligence Podcast
Podcast Episodes
60. Alexandre Paris - Proofcheck - LLM fine-tuning and customization [not-audio_url] [/not-audio_url]

Duration: 53:19
## Summary Today on the show I am talking to Proofreads CTO Alexandre Paris. Alex explains in great detail how they analyze digital books drafts to identify mistakes and instances within the document that dont follow gui…
59. Philip Winter - VRVis - Continual Learning [not-audio_url] [/not-audio_url]

Duration: 1:06:23
Today I am talking to Philip Winter, researcher at the Medical Imaging group of the VRVis, a research center for virtual realities and visualizations. Philip will explain the benefits and challenges in continual learning…
58. Christa Zoufal - Quantum Machine Learning [not-audio_url] [/not-audio_url]

Duration: 59:43
## Summary AI is currently dominated by Deep Learning and Large Language Models, but there is other very interesting research that has the potential to have great impact on our lives in the future; one of them being Quan…
54. Manuel Reinsperger - MLSec & LLM Security [not-audio_url] [/not-audio_url]

Duration: 1:05:05
# Summary Today on the show I am talking to Manuel Reinsperger, Cybersecurity Expert and Penetration Tester. Manuel will provide us an introduction into the topic of Machine Learning Security with an emphasis on Chatbot…
53. Peter Jeitscko - Impact of EU AI Regulation on AI startups [not-audio_url] [/not-audio_url]

Duration: 57:32
## Summary At the end of last year, the EU-AI Act was finalized and it spawned many discussions and a lot of doubts about the future of European AI companies. Today on the show Peter Jeitschko, founder of JetHire an AI b…
52. Markus Keiblinger - Texterous - Building custom LLM Solutions [not-audio_url] [/not-audio_url]

Duration: 46:54
# Summary For the last two years AI has been flooded with news about LLMs and their successes, but how many companies are actually making use of them in their products and services? Today on the show I am talking to Mark…